NUMERICAL SIMULATION OF ELECTROMAGNETIC FORMING PROCESS USING A COMBINATION OF BEM AND FEM

Similar documents
Comparison Between Experimental and Numerical Results of Electromagnetic Forming Processes

Numerical Simulation and Experimental Study of Electromagnetic Forming

Update On The Electromagnetism Module In LS-DYNA

Coupling of the EM Solver with Mechanical and Thermal Shell Elements

A BEM method for Electromagnetics in complex 3D geometries

Electromagnetism Module Presentation. Pierre L Eplattenier, Iñaki Çaldichoury

Ultra High Power applications designed using the LS-DYNA EMAG solver

Numerical Simulation and Experimental Study for Magnetic Pulse Welding Process on AA6061-T6 and Cu101 Sheet

Material Constitutive Parameter Identification using an Electromagnetic Ring Expansion Experiment Coupled with LS-DYNA and LS-OPT

Chapter 2 Finite Element Formulations

Electromechanics in LS-DYNA R7

Interrupted pulse electromagnetic expanding ring test for sheet metal

International Journal of Scientific & Engineering Research, Volume 5, Issue 12, December-2014 ISSN

BEM Methods for Acoustic and Vibroacoustic Problems in LS-DYNA

9th European LS-DYNA Conference 2013

Simulation of acoustic and vibroacoustic problems in LS-DYNA using boundary element method ABSTRACT:

Electromagnetics in LS-DYNA

Magnetic Pulse Forming: Simulation and Experiments for high-speed forming processes

Simulation of Acoustic and Vibro-Acoustic Problems in LS-DYNA using Boundary Element Method

Modelling of ductile failure in metal forming

A Finite Element Model for Numerical Analysis of Sintering

Simulation and Experimental Validation of Induction Heating of MS Tube for Elevated Temperature NDT Application.

Lateral Crushing of Square and Rectangular Metallic Tubes under Different Quasi-Static Conditions

Determination of suitable driver materials for electromagnetic sheet metal forming

5/20/2014 Further Advances in Simulating the Processing of Composite Materials by Electromagnetic Induction. Abstract.

Analysis of electromagnetic field generated by a magnetic pulse joining machine

Electromagnetics in COMSOL Multiphysics is extended by add-on Modules

1814. Optimized design to improve the function of a magnetic pulse forming device

Simulating the Joining of Composite Materials by Electromagnetic Induction

Comparison of Finite Element Analysis to IEC for Predicting Underground Cable Ampacity

Electromagnetic Forming Process Analysis Based on Coupled Simulations of Electromagnetic Analysis and Structural Analysis

Modeling Hailstone Impact onto Composite Material Panel Under a Multi-axial State of Stress

A Simple Weak-Field Coupling Benchmark Test of the Electromagnetic-Thermal-Structural Solution Capabilities of LS-DYNA Using Parallel Current Wires

Virtual Prototyping of Electrodynamic Loudspeakers by Utilizing a Finite Element Method

Coupling Possibilities in LS-DYNA: Development Status and Sample Applications

Resistive Spot Welding Simulations Using LS-DYNA

3D Finite Element Analysis of Flexible Induction Heating System of Metallic Sheets

Electromagnetic Testing (ET)

FEA Information Engineering Journal

Experience from using recently implemented enhancements for Material 36 in LS-DYNA 971 performing a virtual tensile test. Authors: Correspondence:

Response of Carbon Nanotube (CNT) Ply Subjected to a Pulsed Magnetic Field

A novel technique of friction and material property measurement by tip test in cold forging

Nonlinear Finite Element Analysis of Airport Approach Lighting Structures under Impact Loading

VIBRATION RESPONSE OF AN ELECTRIC GENERATOR

UNIT I ELECTROSTATIC FIELDS

Electromagnetic Acoustic Transducers for In and Out of plane Ultrasonic Wave Detection

Thomas Johansson DYNAmore Nordic AB. Drop Test Simulation

Calibration and Experimental Validation of LS-DYNA Composite Material Models by Multi Objective Optimization Techniques

Optimization of blank dimensions to reduce springback in the flexforming process

Induction Heating: fundamentals

ELECTROMAGNETIC METAL FORMING

A Distributed Randles Circuit Model for Battery Abuse Simulations Using LS-DYNA

COPPER FOR BUSBARS CHAPTER 4: SHORT-CIRCUIT EFFECTS

Simulation and verification of

NUMERICAL ANALYSES OF ELECTROMAGNETIC FIELDS IN HIGH VOLTAGE BUSHING AND IN ELECTROMAGNETIC FLOW METER

On Mooney-Rivlin Constants for Elastomers

Numerical simulation of sheet metal forming processes using a new yield criterion

Preliminary AD-Horn Thermomechanical and Electrodynamic Simulations

Plane Strain Test for Metal Sheet Characterization

Finite element modeling of pulsed spiral coil Electromagnetic Acoustic Transducer (EMAT) for testing of plate

Eddy Current Modeling in Composite Materials

Lightning Phenomenology Notes Note 23 8 Jan Lightning Responses on a Finite Cylindrical Enclosure

COUPLED MAGNETO-MECHANICAL FINITE ELEMENT ANALYSIS OF A POWER TRANSFORMER IN SHORT CIRCUIT CONDITIONS

New Developments of Frequency Domain Acoustic Methods in LS-DYNA

Development of analytical and experimental tools for magnetic pulse welding

Behavior of Tubular Hat Structure Under Three Point Bending

Coupled electromagnetic, thermal and stress analysis of large power electrical transformers

A HIGHER-ORDER BEAM THEORY FOR COMPOSITE BOX BEAMS

SIMPLIFIED MODELING OF THIN-WALLED TUBES WITH OCTAGONAL CROSS SECTION AXIAL CRUSHING. Authors and Correspondance: Abstract:

8/1/2009. CAE 7962 Presentation

CHAPTER 8 CONSERVATION LAWS

*MAT_PAPER and *MAT_COHESIVE_PAPER: Two New Models for Paperboard Materials

Abstract. 1 Introduction

Finite element analysis of electromagnetic bulging of sheet metals

Birdstrike onto the Composite Intake of a Turbofan Engine

Chapter 8. Conservation Laws. 8.3 Magnetic Forces Do No Work

Impact of the forces due to CLIQ discharges on the MQXF Beam Screen. Marco Morrone, Cedric Garion TE-VSC-DLM

Review of Basic Electrical and Magnetic Circuit Concepts EE

Comparison of 2D and 3D FEM Models of Eddy Current Pressure Tube to Calandria Tube Gap Measurement

Sparse factorization using low rank submatrices. Cleve Ashcraft LSTC 2010 MUMPS User Group Meeting April 15-16, 2010 Toulouse, FRANCE

UNIT-I INTRODUCTION TO COORDINATE SYSTEMS AND VECTOR ALGEBRA

E&M. 1 Capacitors. January 2009

NUMERICAL SIMULATION OF DAMAGE IN THERMOPLASTIC COMPOSITE MATERIALS

Robust FEM-BEM Coupling for LS-DYNA 's EM module

ELECTRICAL AND THERMAL DESIGN OF UMBILICAL CABLE

IMECE CRACK TUNNELING: EFFECT OF STRESS CONSTRAINT

Sensibility Analysis of Inductance Involving an E-core Magnetic Circuit for Non Homogeneous Material

NUMERICAL AND EXPERIMENTAL STUDY OF FAILURE IN STEEL BEAMS UNDER IMPACT CONDITIONS

Advanced Friction Modeling in Sheet Metal Forming

EM THEORY MANUAL. Electromagnetism and Linear Algebra in LS-DYNA. Tested with LS-DYNA R v980 Revision Beta. Thursday 9 th August, 2012

COMPARISON OF DEFECT DETECTION IN ALUMINUM AND STEEL PLATES USING AN ELECTROMAGNETIC ACOUSTIC TRANSDUCER

Measurement of electric potential fields

PROPERTY STUDY ON EMATS WITH VISUALIZATION OF ULTRASONIC PROPAGATION

Shock enhancement of cellular structures under impact loading: Part II Analysis

TRANSIENT NUMERICAL ANALYSIS OF INDUCTION HEATING OF GRAPHITE CRUCIBLE AT DIFFERENT FREQUENCY

Chapter 30 Inductance and Electromagnetic Oscillations

Modelling the Electrical Parameters Of A Loudspeaker Motor System With The AC-DC Module (MEPLMSAM)

Development and analysis of radial force waves in electrical rotating machines

Electromagnetism. 1 ENGN6521 / ENGN4521: Embedded Wireless

Neural Network Prediction of Nonlinear Elastic Unloading for High Strength Steel

Transcription:

NUMERICAL SIMULATION OF ELECTROMAGNETIC FORMING PROCESS USING A COMBINATION OF BEM AND FEM Ibai Ulacia 1, José Imbert 2, Pierre L Eplattenier 3, Iñaki Hurtado 1, Michael J. Worswick 2 1 Dept. of Manufacturing, Mondragon Goi Eskola Politeknikoa, University of Mondragon, Mondragon, Spain 2 Dept. of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada 3 Livermore Software Technology Corporation, Livermore, CA, USA ABSTRACT: Electromagnetic forming EMF) is a high speed metal forming method where materials with good electrical conductivity are formed by means of large magnetic pressures. It is a very fast process where materials can achieve strain rates higher than 10 3 s 1. This is a suitable method for forming metallic materials that are hard to form by conventional methods, such as aluminium alloys. In this paper an alternative method is used for computing electromagnetic fields in the EMF process simulation, a combination of Finite Element Method FEM) for conductor parts and Boundary Element Method BEM) for the surrounding air or more generally insulators) that is being implemented in the general purpose transient dynamic finite element code LS-DYNA R. Finally, forming experiments for two different geometries were performed and compared with the results from the numerical simulation using the previously explained method. Advantages and drawbacks of the employed simulating method are outlined. KEYWORDS: Electromagnetic forming, Numerical simulation, Boundary Element Method 1 INTRODUCTION Due to the use of new materials in automotive industry, new forming processes are arousing interest [1]. Electromagnetic forming is one of the new manufacturing techniques where materials with good electrical conductivity are formed by means of large magnetic pressures. It is reported by many researchers [2 4], that high strain rates achieved in EMF process allow materials to increase formability in comparison with conventional forming methods. Furthermore, there are other significant advantages associated to the process: Application of the electromagnetic pressure to the part without physical contact between the tool and the workpiece. High repeatability as a result of the process being controlled by electrical parameters. Reduction of wrinkles and springback in the final part due to the high speed deformation. Accuracy on the obtained geometry. Corresponding author: I. Ulacia, Loramendi 4, 20500 Mondragon, Spain, phone: 0034 943794700, fax: 0034 943791536, iulacia@eps.mondragon.edu On the other hand, the electrical conductivity of the workpiece has a great influence in process efficiency and non-conductive materials cannot be directly formed by EMF. This technology consists in a sudden discharge of large amount of energy stored in capacitors banks through the forming coil. When an alternative current flows through the coil, a time variable magnetic field is created that will give rise to induced currents Eddy currents) in every nearby conductor material. Bodies carrying currents will experience a repulsive force that will finally deform the specimen. Although EMF process is considered to be an innovative manufacturing technique, it was coincidentally discovered by P. Kapitza in the 1920s [5]. However, the development of this forming method began later, in the 1960s, mainly due to the intensive development of aeronautical engineering. The EMF process has been used since then primarily in aeronautical industry, although very little research was performed in those early years. Recently, EMF has aroused interest due to the fact that new materials with low conventional formability are being used. Numerical simulation of manufacturing processes is a very useful tool for designing and changing pro-

cess parameters. The simulation of EMF is more complicated due to the different physics that are involved, electromagnetic, mechanical and thermal. Consequently numerical simulations of the process must couple these related fields. Historically, Finite Element Method modelling has been predominantly used for EMF simulating [6, 7], while other methods such as Smooth Particle Hydrodynamics [8] have not succeeded. In the current paper an alternative method is used for computing the electromagnetic fields in the EMF process simulation, a combination of Finite Element Method FEM) for conductor parts and Boundary Element Method BEM) for the surrounding air or more generally insulators) that is being implemented in the commercial code LS-DYNA [9]. 2 ELECTROMAGNETIC FORMING PROCESS PHYSICS The EMF analysis involves the combined study of electromagnetic, mechanical and thermal fields. 2.1 ELECTROMAGNETIC ANALYSIS The transient electromagnetic field generated by the current being discharged from the coil fills the surrounding space and induces Eddy currents in any nearby conductor area, i.e. the specimen. In this way, Lorentz forces are generated, which will deform the specimen: F EM = j B 1) where j is the induced current density vector and B is the magnetic flux density vector. The propagation of the magnetic field can be expressed by Maxwell s equations. In the range of frequencies of EMF process, displacement currents are neglected Eddy current approximation), therefore, equations are reduced to: H = j 2) E = B t 3) B = 0 4) j = σ ee + j s 5) B = µ H 6) where H is the magnetic field intensity vector, E is the electric field intensity vector, σ e is the electric conductivity which depends on temperature, j s is the source current density and µ is the magnetic permeability, which in a general case is dependant of the magnetic field and the temperature. The magnetic vector potential A) is introduced for the numerical solution of the electromagnetic equations: A = B 7) E = A V 8) t where V is defined as the electric scalar potential. The continuity equation is formulated taking the divergence of eq.2), in order to satisfy the conservation of the current density: j = 0 9) Consequently, combining eq.2) and eq.5) and introducing in eq.6) with the recently defined eq.7) and eq.8), Maxwell s equations in terms of magnetic vector potential become: A ) = µσ e A ) t V +µ j s 10) 2.2 MECHANICAL ANALYSIS The approach for the continuum mechanics problem comes from solving displacement field for the known force field. Material behaviour, the relation between stress and deformation for a solid body, will condition the equation of motion: ρ 2 u t 2 = σ + F 11) where ρ is the density of the material, u is the displacement vector, σ represents material s constitutive law stress-strain relation) and F is the force vector where magnetic forces from eq.1) are also considered. 2.3 THERMAL ANALYSIS In the thermal analysis, the temperature variation due to the heat generated in the EMF process is accounted for. The heat sources in EMF processes can be from: i) the plastic work during the deformation of the material and ii) the Joule heating produced by induced currents. Therefore, the temperature increment can be calculated as follows: T t = 1 ρc p β ɛ 0 σ ɛ + j2 σ e ) 12) where T is the temperature, c p is the thermal conductivity of the material, σ and ɛ are respectively the stress and the strain of the material and β is the percentage of plastic work converted into heat. Note that since the deformation is assumed to be faster than the heat conduction rate for an EMF process, approximately 90% of the plastic work is considered to be transformed into heat β = 0.9). 3 NUMERICAL MODEL With the current numerical method, equations governing the EMF process are solved in different ways for each domain. A Finite Element formulation is used to compute the electromagnetic solution

of conductor regions. In non-conductive bodies a Boundary Element Method is employed. More specifically, eq.10) is projected against basis functions to get a Finite Element representation. Considering Ω the conducting regions, Γ the exterior surface of insulating regions and n the outward normal to surface Γ, it gives eq.14) after a standard integration by part: ) A ) W j Ω + Ω µσ ) A e t + V W j Ω = 13) Ω Ω µ j s Wj Ω 1 µ Γ n A)) Wj Γ The last surface integral on the right hand side is computed using a Galerkin Boundary Element method. To do so, an intermediate variable, surface current k is introduced, solution of: Ax) = µ 4π Γ 1 x y ky) y 14) which allows to compute the surface term using: n A ) x) = µ 2 kx 0 ) µ 1 [ 4π Γ x y 3 n x y) ] ky) y x x 0 Γ 15) The principal advantage of using the BEM for the air analysis is that it does not need an air mesh. It thus avoids the meshing problems associated with the air, which can be significant for complicated conductor geometries. These problems include, very small gaps between conductors, which lead to a large number of very small and distorted elements and the remeshing which is needed when using an air mesh around moving conductors. Another advantage of the BEM is that it does not need the introduction of somewhat artificial infinite boundary condition. On the other hand, the main disadvantage of the BEM is that it generates full dense matrices in place of the sparse FEM matrices. This causes an a priori high memory requirement as well as longer CPU time to solve the linear systems. In order to improve these requirements, a domain decomposition coupled with low rank approximations of the non diagonal sub-blocks of the BEM matrices has been introduced. Other methods to improve the computational time are also being studied. In Figure 1, different regions and boundaries for a typical EMF process are shown. It can be seen that different boundary conditions can be applied for each domain, i.e. imposed current profile for a coil and induced currents for the workpiece. A FEM formulation was used for the numerical simulation of the thermo-mechanical problem. The Figure 1: Different simulation zones in a common EMF process equation of motion is solved in an explicit mode as it is explained in [10]. 4 VALIDATION OF THE MOD- ELLING PROCEDURE 4.1 ELECTROMAGNETIC FORMING EX- PERIMENTS Two different experiments were carried out with the purpose of validating the explained simulation strategy. The same material was chosen for both forming experiments, 1 mm thick AA5754 aluminium alloy sheet. 4.1.1 V channel experiments Experimental work for this geometry has been done in the laboratories of the University of Waterloo. The equipment employed is a commercial Pulsar 20 kj capacitor bank. The experimental set up can be seen in Figure 2. Figure 2: EMF equipment in the laboratories of the University of Waterloo A die with V shape was used with 67.3 mm width, 240 mm long and 30.5 mm height, the coil is described in [7]. A closing force of 75 Tn was achieved by means of a hydraulic press. Figure 3 shows the geometries for the coil and die.

pulse of the discharged current is taken into account since it is considered to be the pulse responsible for the main deformation of the workpiece [7]. Figure 3: Forming coil and die geometry in UW 4.1.2 Cone forming experiments Experimental work for this geometry was carried out in the laboratories of Labein-Tecnalia. A 22 turn spiral flat coil was employed to form sheet specimen into a 45 o conical die with 100 mm diameter base. A clamping force of 100 Tn was used in these experiments. Further information about these experiments could be found in [4]. 4.2 NUMERICAL MODELS Previously defined experiments were modelled with the strategy explained in the current work. The particularities for each model will be explained in the next sections. 4.2.1 V channel experiments The geometry for the finite element model is shown in Figure 4. Die and binder are modelled with shell elements and are considered as rigid bodies in order to save computational time. Both are considered as insulators so there is not current calculation in these bodies. The clamping force is defined between them in the mechanical analysis. Figure 5: Discharged current profile for the EM analysis The coil is modelled as an elastic material of very high strength to avoid any deformation, while the specimen is modelled as a plastic material. The assumption of the coil to work in elastic domain is faithful when the resin in which is embedded resists the reaction forces produced in EMF discharges. The plastic behaviour of the workpiece is modelled with the quasi-static flow stress curve of the AA5754 aluminium alloy Figure 6), assuming that strain rate effects can be neglected since they are not significant according to experimental results from [11]. The workpiece thickness is discretized with 4 elements in order to consider the skin depth effects. Figure 6: Stress vs strain curve for AA5754 alloy Figure 4: Finite Element model for the V channel geometry Two symmetrical coils made of copper and the workpiece are modelled with solid elements. The experimentally measured currents vs time flowing through each coil were imposed as global constraints. The spatial repartition of the current in the coils and the workpiece were computed by solving Eddy current problem. The current profile loaded in the EM analyses is shown in Figure 5. Only the first 4.2.2 Cone forming experiments In the same way as explained in V channel simulations, Figure 7 shows the model for the cone forming simulation. Figure 7: Finite Element model for the cone forming

In the cone shape forming simulations, die and binder are also modelled with shell elements and are considered as rigid bodies. They are also considered as non-conductive materials assuming that their electrical conductivity is significantly lower than that of the coil and workpiece. One can also note that the workpiece acts as a shield for the magnetic field between the coil and the die, thus very little field reaches the surface of the die. The geometry of the coil is simplified and instead of modelling the spiral winding, 22 concentric toroids are used to simulate the shape of the coil. Solid elements are used to discretize coil and sheet, with 3 elements through the thickness. The loaded current and the mechanical behaviour of the coil and workpiece are modelled in the same way as the previously explained V channel simulation. 5 RESULTS AND DISCUSSION Figure 8 shows the result for the V channel simulation. A vector plot of the Lorentz forces generated in the workpiece due to the induced currents is included. It is observed that the maximum values are achieved where both coils are closer, whereas minimum values of force appear in the centre of each coil. This was an expected result given the geometry of the coil. Figure 10: Electromagnetically formed experimental part shows that the sheet has been formed until it contacts the die. However, the final part does not follow the die shape in the whole length because there is a rebound, since the contact is produced at high velocity. In the numerical simulation that fact is also observable, Figure 11 shows the displacement in Z direction of an element during the time and the rebound effect is observed. Figure 11: Evolution of the z displacement of the remarked element Figure 8: Induced current density and Lorentz forces at 16ms during the deformation of AA5754 sheet Final deformation results show good qualitative agreement with the deformation achieved in the experiments, as shown in Figures 9 and 10. Figure 9: Plastic deformation for the final step In Figure 10 the ink from the deformed workpiece EMF simulation for the cone forming case is more complicated due to the fact that each winding is defined as a current carrying conductor and thus, the computational time is longer. The agreement between final deformation results in the numerical simulation and experimental work is quite good. In Figure 12, it can be seen that although the quantitative approach is good, final values for the plastic deformation differ. The reason for this can be that several assumptions have been made, such as for the coil geometry and the tribological data. With the purpose of obtaining closer results contact at high strain rates should be better characterised. It is also remarkable that since strain rate effects have not been taken into account, higher deformation values are computed. If they would be considered, deformation values would probably be slightly lower for the since a mild increase in flow stress with strain rate was also reported in [11] for AA5754 alloy. Accordingly, numerical results would possibly be closer to experimental values.

Figure 12: Comparison of the numerical result and experimental part. a) Plastic deformation result; b) Experimental part; c) Measured deformation 6 CONCLUSION In this paper a combined FEM/BEM method has been employed for the numerical simulation of electromagnetic forming process. In general, results from the numerical analysis show that it is a good tool to better understand the process of EMF. With the explained method air meshing is avoided, hence, one of the major problems of the EMF coupled simulation is eluded. Another advantage of the BEM is that it does not need the introduction of somewhat artificial infinite boundary conditions, indispensable in FEM analyses. It is interesting to remark the future tasks outlined from this work. It has been reported that 3D computational time is moderately long. Recently a 2D axisymmetric option has been incorporated into LS- DYNA code, with the purpose of saving CPU time. It could be used for the cone forming case which has a rotational invariance. Finally, results from the FEM+BEM method employed in the current paper should be compared with the results from the problem solved with FEM. 7 ACKNOWLEDGEMENT Financial support for this research from the Basque Government, through the projects FORMAG and KONAUTO, the Canadian Natural Sciences and Engineering Research Council and the Ontario Research and Development Challenge Fund is gratefully acknowledged. The authors would also like to thank Labein- Tecnalia for the help provided during the experimental work. REFERENCES [1] M. T. Smith and G. L. McVay. Optimization of light metal forming methods for automotive applications. Light Metal Age, 559-10): 24 28, 1997. [2] V.S. Balanethiram and G.S. Daehn. Hyperplasticity: increased forming limits at high workpiece velocity. Scripta Metallurgica et Materialia, 304):515 20, 1994. [3] J.M. Imbert, S.L. Winkler, M.J. Worswick, D.A. Oliveira, and S. Golovashchenko. The effect of tool-sheet interaction on damage evolution in electromagnetic forming of aluminum alloy sheet. Journal of Engineering Materials and Technology, Transactions of the ASME, 1271):145 153, 2005. [4] P. Jimbert, I. Ulacia, J. I. Fernandez, I. Eguia, M. Gutiérrez, and I. Hurtado. New Forming Limits For Light Alloys By Means Of Electromagnetic Forming And Numerical Simulation Of The Process. In American Institute of Physics Conference Series, volume 907, pages 1295 1300, 2007. [5] A.G. Mamalis, D.E. Manolakos, A.G. Kladas, and A.K. Koumoutsos. Electromagnetic forming and powder processing: Trends and developments. Applied Mechanics Reviews, 571-6):299 324, 2004. [6] A. El-Azab, M. Garnich, and A. Kapoor. Modeling of the electromagnetic forming of sheet metals: State-of-the-art and future needs. Journal of Materials Processing Technology, 1423):744 754, 2003. [7] D.A. Oliveira, M.J. Worswick, M. Finn, and D. Newman. Electromagnetic forming of aluminum alloy sheet: Free-form and cavity fill experiments and model. Journal of Materials Processing Technology, 1701-2): 350 62, 2005. [8] H.M. Panshikar. Computer modeling of electromagnetic forming and impact welding. Master s thesis, Ohio State University, 2000. [9] P. L Eplattenier, G. Cook, and C. Ashcraft. Introduction of an electromagnetism module in ls-dyna for coupled mechanical thermal electromagnetic simulations. In Proceedings of the 3rd International Conference on High Speed Forming, 2008. [10] J.O. Hallquist. LS-DYNA theory manual. LSTC, 2006. [11] R. Smerd, S. Winkler, C. Salisbury, M. Worswick, D. Lloyd, and M. Finn. High strain rate tensile testing of automotive aluminum alloy sheet. International Journal of Impact Engineering, 321-4):541 60, 2005.